BerivanIsik / sparse-random-networksLinks
Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated Learning".
☆29Updated 2 years ago
Alternatives and similar repositories for sparse-random-networks
Users that are interested in sparse-random-networks are comparing it to the libraries listed below
Sorting:
- Federated Dynamic Sparse Training☆30Updated 3 years ago
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆44Updated 2 years ago
- PyTorch code for our paper "Resource-Adaptive Federated Learning with All-In-One Neural Composition" (NeurIPS2022)☆18Updated 2 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆63Updated 9 months ago
- ☆22Updated 4 years ago
- Federated Learning with Partial Model Personalization☆42Updated 2 years ago
- This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".☆91Updated 3 years ago
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆59Updated 2 years ago
- Papers related to federated learning in top conferences (2020-2024).☆69Updated 8 months ago
- Pytorch implementations of some general federated optimization methods.☆41Updated 8 months ago
- ☆40Updated last year
- Code for ScaleFL☆30Updated 2 years ago
- ☆33Updated 5 years ago
- Simplified Implementation of FedPAC☆59Updated last year
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆86Updated 2 years ago
- LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning (2021 IEEE/ACM Symposium on Edge Co…☆41Updated 2 years ago
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆22Updated 2 years ago
- ☆77Updated 3 years ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆69Updated 2 years ago
- Federated Learning - PyTorch☆14Updated 3 years ago
- ☆27Updated 2 years ago
- Every work on Federated Learning Pruning☆18Updated 2 years ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆57Updated last year
- Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity☆42Updated 3 years ago
- The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…☆25Updated last year
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆85Updated 3 years ago
- Diverse Client Selection for Federated Learning via Submodular Maximization☆31Updated 2 years ago
- demo☆19Updated 3 years ago
- SCAFFOLD and FedAvg implementation☆59Updated 3 years ago
- Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?☆14Updated 3 years ago